AlphaEvolve：Gemini 驱动的编码代理跨领域扩展影响
原标题：AlphaEvolve: How our Gemini-powered coding agent is scaling impact across fields
AI 摘要
Google DeepMind 宣布其 Gemini 驱动的编码代理 AlphaEvolve 已从试点转向核心基础设施，用于优化下一代 TPU 设计、缓存策略及 Google Spanner，显著提升效率。AlphaEvolve 还通过 Google Cloud 应用于金融、半导体、物流、广告和生命科学等领域，如 Klarna 训练速度翻倍、FM Logistic 路由效率提升 10.4%。未来将扩展其能力至更多外部挑战。
正文节选
Improving AI infrastructure AlphaEvolve has graduated from pilot testing to becoming a core component of our infrastructure. AlphaEvolve has been used as a regular tool to optimize the design of the next generation of TPUs. It also helped discover more efficient cache replacement policies, achieving in two days what previously required a concerted, human-intensive effort spanning months. “AlphaEvolve began optimizing the lowest levels of hardware powering our AI stacks. It proposed a circuit des